Evidence map›Paper›PMID 38867029›Full record

ArticlePediatric research2025

Combining developmental and sleep health measures for autism spectrum disorder screening: an ECHO study.

Lauren C Shuffrey, Brandon Rennie, Xiuhong Li, Noya Galai, Nicolò Pini, Anahid Akbaryan, Akram Alshawabkeh, Judy Aschner, Julianna Collazo Vargas, Lauren Costello and 23 more

Abstract read
In one paragraph

Article in Pediatric research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

33 authors.

Lauren C ShuffreyDepartment of Child and Adolescent Psychiatry, NYU Grossman School of Medicine, New York, NY, USA. lauren.shuffrey@nyulangone.org.ORCID http://orcid.org/0000-0003-3631-5971
Brandon RennieDepartment of Pediatrics, University of New Mexico, Albuquerque, NM, USA.
Xiuhong LiDepartment of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
Noya GalaiDepartment of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
Nicolò PiniDepartment of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
Anahid AkbaryanDepartment of Child and Adolescent Psychiatry, NYU Grossman School of Medicine, New York, NY, USA.
Akram AlshawabkehCollege of Engineering, Northeastern University, Boston, MA, USA.
Judy AschnerDepartment of Pediatrics, Hackensack Meridian School of Medicine, Nutley, NJ, USA.
Julianna Collazo VargasDepartment of Child and Adolescent Psychiatry, NYU Grossman School of Medicine, New York, NY, USA.
Lauren CostelloDepartment of Child and Adolescent Psychiatry, NYU Grossman School of Medicine, New York, NY, USA.
Viren D'SaDepartment of Pediatrics, Brown University, Providence, RI, USA.
Sean DeoniMaternal Newborn and Child Health: Discovery & Tools, The Bill & Melinda Gates Foundation, Seattle, WA, USA.
Anne DunlopDepartment of Gynecology & Obstetrics, Emory University, Atlanta, Georgia.
Amy J ElliottCenter for Pediatric and Community Research, Avera Research Institute, Sioux Falls, SD, USA.
William P FiferDepartment of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
Jonica HashDepartment of Child, Family, and Population Health Nursing, University of Washington, Seattle, WA, USA.
Daphne Koinis-MitchellDepartments of Pediatrics and Psychiatry and Human Behavior, The Warren Alpert Medical School of Brown University, Providence, RI, USA.
Jin-Shei LaiDepartment of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Bennett L LeventhalDepartment of Pediatrics, University of New Mexico, Albuquerque, NM, USA.
Johnnye LewisDepartment of Pediatrics, University of New Mexico, Albuquerque, NM, USA.
Maristella LucchiniDepartment of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
Kristen L McArthurDepartment of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA.
Santiago MoralesDepartments of Psychology and Pediatrics, Developmental and Brain and Cognitive Science Areas, University of Southern California, Los Angeles, CA, USA.
Sara S NozadiCommunity Environmental Health Program, University of New Mexico Health Sciences Center, Albuquerque, NM, USA.
Thomas G O'ConnorDepartment of Psychiatry, University of Rochester Medical Center, Rochester, NY, USA.
T Michael O'SheaDepartment of Pediatrics, University of North Carolina School of Medicine, Chapel Hill, NC, USA.
Grier P PageAnalytics Program, RTI International, Research Triangle Park, NC, USA.
Cathi PropperSchool of Nursing, University of North Carolina, Chapel Hill, NC, USA.
Ayesha SaniaDepartment of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
Coral ShusterThe Brown Center for the Study of Children at Risk, Woman & Infants Hospital of Rhode Island, Providence, RI, USA.
Emily ZimmermanDepartment of Communication Sciences and Disorders, Northeastern University, Chicago, IL, USA.
Amy E MargolisDepartment of Psychiatry, Columbia University Irving Medical Center, New York, NY, USA.
ECHO Cohort Consortium

Funding

Project-005U2COD023375 · OD · DUKE UNIVERSITY · PI Phillip Brian Smith · 2016 to 2026
$215.9M
ECHODAC (Environmental Influences on Child Health Outcomes Data Analysis Center)U24OD023382 · OD · JOHNS HOPKINS UNIVERSITY · PI Diane J Catellier, LISA P JACOBSON · 2016 to 2026
$148.4M
The ECHO Measurement Core: A Framework and Resource for Assessing Environmental Exposure and Child HealthU24OD023319 · OD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Courtney K Blackwell, RICHARD GERSHON · 2016 to 2026
$43.7M
VISUAL INDICES OF NEUROTOXICITYP30ES001247 · NIEHS · UNIVERSITY OF ROCHESTER · PI Martha Susiarjo · 1985 to 2026
$42.8M
Prenatal and Early Childhood Pathways To Health:  An Integrated Model of Chemical and Social Exposures, Biological Mechanisms, and Sex-Specific Effects on Neurodevelopment and Respiratory OutcomesUH3OD023271 · OD · UNIVERSITY OF WASHINGTON · PI BUSH, NICOLE RENEE, KARR, CATHERINE J · 2018 to 2022
$37.3M
UNC-CH CENTER FOR ENVIRONMENTAL HEALTH &SUSCEPTIBILITYP30ES010126 · NIEHS · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Hazel B Nichols · 2001 to 2026
$36.3M
Environmental Influences on Childhood Outcomes in the Northern Plains Safe Passage Study CohortsUH3OD023279 · OD · AVERA MCKENNAN · PI Amy J Elliott, Christine W Hockett · 2018 to 2026
$31.7M
Environmental Influences on Child Health Outcomes in Puerto Rico (ECHO-PRO)UH3OD023251 · OD · NORTHEASTERN UNIVERSITY · PI Akram N Alshawabkeh · 2018 to 2026
$24.0M
The Role of the Placenta-Brain Axis in Children's NeurodevelopmentUH3OD023348 · OD · UNIV OF NORTH CAROLINA CHAPEL HILL · PI Rebecca Fry, Michael O'SHEA · 2018 to 2026
$21.9M
The Developing Brain: Influences and OutcomesUH3OD023313 · OD · WOMEN AND INFANTS HOSPITAL-RHODE ISLAND · PI Viren Andrew D'Sa, Daphne Koinis Mitchell · 2018 to 2026
$20.7M
Not whether but how: The ethics of reporting individual results in a pregnancy cohort.UH3OD023290 · OD · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI Julie Beth Herbstman, AMY MARGOLIS · 2018 to 2026
$18.8M
ENVIRONMENTAL INFLUENCES ON NEURODEVELOPMENTAL OUTCOME IN INFANTS BORN VERY PRETERMUH3OD023347 · OD · WOMEN AND INFANTS HOSPITAL-RHODE ISLAND · PI LESTER, BARRY M., MARSIT, CARMEN JOSEPH · 2018 to 2022
$18.4M
NHLBI NIH HHS R01 HL159701NIEHS NIH HHS K12 ES033584NIEHS NIH HHS P30 ES001247NIEHS NIH HHS P30 ES010126NIH HHS U24 OD023319NIH HHS U24 OD023382NIH HHS U2C OD023375NIH HHS UH3 OD023251NIH HHS UH3 OD023271NIH HHS UH3 OD023279NIH HHS UH3 OD023290NIH HHS UH3 OD023313NIH HHS UH3 OD023318NIH HHS UH3 OD023320NIH HHS UH3 OD023347NIH HHS UH3 OD023348NIH HHS UH3 OD023349
6 · The paper itself

Abstract

backgroundSleep problems are reported for up to 80% of autistic individuals. We examined whether parsimonious sets of items derived from the Modified Checklist for Autism in Toddlers, Revised (M-CHAT-R) and the Brief Infant Sleep Questionnaire (BISQ) are superior to the standard M-CHAT-R in predicting subsequent autism spectrum disorder (ASD) diagnoses.

methodsParticipants from 11 Environmental influences on Child Health Outcomes (ECHO) cohorts were included. We performed logistic LASSO regression models with 10-fold cross-validation to identify whether a combination of items derived from the M-CHAT-R and BISQ are superior to the standard M-CHAT-R in predicting ASD diagnoses.

resultsThe final sample comprised 1552 children. The standard M-CHAT-R had a sensitivity of 44% (95% CI: 34, 55), specificity of 92% (95% CI: 91, 94), and AUROC of 0.726 (95% CI: 0.663, 0.790). A higher proportion of children with ASD had difficulty falling asleep or resisted bedtime during infancy/toddlerhood. However, LASSO models revealed parental reports of sleep problems did not improve the accuracy of the M-CHAT-R in predicting ASD diagnosis.

conclusionWhile children with ASD had higher rates of sleep problems during infancy/toddlerhood, there was no improvement in ASD developmental screening through the incorporation of parent-report sleep metrics. IMPACT: Parental-reported sleep problems are common in autism spectrum disorder (ASD). We investigated whether the inclusion of parental-reports of infant/toddler sleep patterns enhanced the effectiveness of developmental screening for autism. We reported higher rates of difficulty falling asleep and resisting bedtime during infancy and toddlerhood among children later diagnosed with ASD; however, we did not find an improvement in ASD developmental screening through the incorporation of parent-report sleep metrics. In our sample, the standard M-CHAT-R had a sensitivity of 39% among children of mothers with government insurance compared with a sensitivity of 53% among children of mothers with employer-based insurance.

Indexed as

Autism Spectrum DisorderChild DevelopmentMass ScreeningSleepSleep Wake DisordersChildChild, PreschoolFemaleHumansInfantLogistic ModelsMaleSensitivity and SpecificitySurveys and Questionnaires

Identifiers

PMID38867029
PMCPMC11635013

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.